Yep, I agree with patchy... Can you ask him why he doesn't want to go along with you?

If he is laughing it off then that would suggest that he is nervous about going... Maybe he thinks that he will be blamed or something like that. If you can tell him that it is more about his supporting you and helping you feel supported then he might be more inclined to take a risk and come along :-)